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" Recent developments and the new direction in soft-computing foundations and applications : "
edited by Lotfi A. Zadeh, Ronald R. Yager, Shahnaz N. Shahbazova, Marek Z. Reformat, Vladik Kreinovich.
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BL
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| Record Number
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864875
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| Main Entry
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WCSC (Conference : Soft computing)(6th :2016 :, Berkeley, Calif.)
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| Title & Author
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Recent developments and the new direction in soft-computing foundations and applications : : selected papers from the 6th World Conference on Soft Computing, May 22-25, 2016, Berkeley, USA /\ edited by Lotfi A. Zadeh, Ronald R. Yager, Shahnaz N. Shahbazova, Marek Z. Reformat, Vladik Kreinovich.
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| Publication Statement
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Cham :: Springer,, 2018.
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| Series Statement
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Studies in Fuzziness and Soft Computing,; 361
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1 online resource (x, 649 pages) :: illustrations
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| ISBN
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3319754084
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: 9783319754086
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3319754076
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9783319754079
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| Contents
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Big Data Analytics and Fuzzy Technology: Extracting Information from Social Data -- Personalization and Optimization of Information Retrieval: Adaptive Semantic Layer Approach -- Frequent Itemset Mining for a Combination of Certain and Uncertain Databases -- A New Method for Filling Missing Value Based on the Rough Set Theory -- A Hierarchy-Aware Approach to the Multiaspect Text Categorization Problem -- Adaptive Neuro-Fuzzy Inference System for Classification of Texts -- Game Approach to Fuzzy Measurement -- Towards real-time Lukasiewicz Fuzzy Systems -- Rankings and Total Orderings on Sets of Generalized Fuzzy Numbers -- Bio-inspired optimization metaheuristic algorithm based on the self-defense of the plants -- Experimenting with a New Population-Based Optimization Technique: FUNgal Growth Inspired (FUNGI) Optimizer -- A Hybrid Genetic Algorithm for Minimum Weight Dominating Set Problem -- How to Estimate Resilient Modulus for Unbound Aggregate Materials: A Theoretical Explanation of an Empirical Formula -- Development of NARX based neural network models for predicting air quality near busy urban corridors -- Sustainability Index: A fuzzy Approach for a municipal decision support system.
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| Abstract
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This book is an authoritative collection of contributions in the field of soft-computing. Based on selected works presented at the 6th World Conference on Soft Computing, held on May 22-25, 2016, in Berkeley, USA, it describes new theoretical advances, as well as cutting-edge methods and applications. Theories cover a wealth of topics, such as fuzzy logic, cognitive modeling, Bayesian and probabilistic methods, multi-criteria decision making, utility theory, approximate reasoning, human-centric computing and many others. Applications concerns a number of fields, such as internet and semantic web, social networks and trust, control and robotics, computer vision, medicine and bioinformatics, as well as finance, security and e-Commerce, among others. Dedicated to the 50th Anniversary of Fuzzy Logic and to the 95th Birthday Anniversary of Lotfi A. Zadeh, the book not only offers a timely view on the field, yet it also discusses thought-provoking developments and challenges, thus fostering new research directions in the diverse areas of soft computing.
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Soft computing, Congresses.
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Artificial intelligence.
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Automatic control engineering.
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Computers-- Intelligence (AI) Semantics.
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Engineering: general.
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Game theory.
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Mathematics-- Game Theory.
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Soft computing.
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Technology Engineering-- Automation.
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Technology Engineering-- General.
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| Dewey Classification
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006.3
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| LC Classification
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Q342
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QA76.9.S63
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| Added Entry
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Kreinovich, Vladik
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Reformat, Marek Z.
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Shahbazova, Shahnaz N.
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Yager, Ronald R.,1941-
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Zadeh, Lotfi A., (Lotfi Asker)
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